Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9459770 | 0.9915581 | 0.9387047 | 0.0534311 | 0.9325243 |
| bt | 0.7816092 | 0.8292168 | 0.9825062 | 0.1573482 | 0.4939147 |
| maxnet | 0.6551724 | 0.7778911 | 0.9844714 | 0.2055581 | 0.4419387 |
| gam | 0.7724138 | 0.8198024 | 0.9764347 | 0.1573985 | 0.4871492 |
| glm | 0.6977011 | 0.7183324 | 0.8770003 | 0.1918719 | 0.4095432 |